ZA202104543B - Hybrid seed selection and seed portfolio optimization by field - Google Patents
Hybrid seed selection and seed portfolio optimization by fieldInfo
- Publication number
- ZA202104543B ZA202104543B ZA2021/04543A ZA202104543A ZA202104543B ZA 202104543 B ZA202104543 B ZA 202104543B ZA 2021/04543 A ZA2021/04543 A ZA 2021/04543A ZA 202104543 A ZA202104543 A ZA 202104543A ZA 202104543 B ZA202104543 B ZA 202104543B
- Authority
- ZA
- South Africa
- Prior art keywords
- seed
- field
- portfolio optimization
- selection
- hybrid
- Prior art date
Links
- 238000005457 optimization Methods 0.000 title 1
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
- G06Q50/02—Agriculture; Fishing; Mining
-
- A—HUMAN NECESSITIES
- A01—AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
- A01B—SOIL WORKING IN AGRICULTURE OR FORESTRY; PARTS, DETAILS, OR ACCESSORIES OF AGRICULTURAL MACHINES OR IMPLEMENTS, IN GENERAL
- A01B79/00—Methods for working soil
- A01B79/005—Precision agriculture
-
- A—HUMAN NECESSITIES
- A01—AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
- A01C—PLANTING; SOWING; FERTILISING
- A01C21/00—Methods of fertilising, sowing or planting
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine learning
- G06N20/10—Machine learning using kernel methods, e.g. support vector machines [SVM]
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine learning
- G06N20/20—Ensemble learning
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/004—Artificial life, i.e. computing arrangements simulating life
- G06N3/006—Artificial life, i.e. computing arrangements simulating life based on simulated virtual individual or collective life forms, e.g. social simulations or particle swarm optimisation [PSO]
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/12—Computing arrangements based on biological models using genetic models
- G06N3/126—Evolutionary algorithms, e.g. genetic algorithms or genetic programming
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N5/00—Computing arrangements using knowledge-based models
- G06N5/01—Dynamic search techniques; Heuristics; Dynamic trees; Branch-and-bound
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N7/00—Computing arrangements based on specific mathematical models
- G06N7/01—Probabilistic graphical models, e.g. probabilistic networks
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
- G06Q10/063—Operations research, analysis or management
- G06Q10/0635—Risk analysis of enterprise or organisation activities
-
- A—HUMAN NECESSITIES
- A01—AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
- A01C—PLANTING; SOWING; FERTILISING
- A01C21/00—Methods of fertilising, sowing or planting
- A01C21/005—Following a specific plan, e.g. pattern
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US15/807,876 US11562444B2 (en) | 2017-11-09 | 2017-11-09 | Hybrid seed selection and seed portfolio optimization by field |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| ZA202104543B true ZA202104543B (en) | 2022-07-27 |
Family
ID=66327381
Family Applications (2)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| ZA2020/03425A ZA202003425B (en) | 2017-11-09 | 2020-06-08 | Hybrid seed selection and seed portfolio optimization by field |
| ZA2021/04543A ZA202104543B (en) | 2017-11-09 | 2021-06-30 | Hybrid seed selection and seed portfolio optimization by field |
Family Applications Before (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| ZA2020/03425A ZA202003425B (en) | 2017-11-09 | 2020-06-08 | Hybrid seed selection and seed portfolio optimization by field |
Country Status (9)
| Country | Link |
|---|---|
| US (2) | US11562444B2 (en) |
| EP (1) | EP3706533A4 (en) |
| CN (1) | CN111565557B (en) |
| AR (1) | AR113475A1 (en) |
| BR (1) | BR112020009205B1 (en) |
| CA (1) | CA3081022C (en) |
| MX (1) | MX2020004866A (en) |
| WO (1) | WO2019094602A1 (en) |
| ZA (2) | ZA202003425B (en) |
Families Citing this family (15)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US10657372B2 (en) * | 2017-02-16 | 2020-05-19 | Walmart Apollo, Llc | Systems and methods for identifying and displaying optimal locations for a garden |
| US11562444B2 (en) | 2017-11-09 | 2023-01-24 | Climate Llc | Hybrid seed selection and seed portfolio optimization by field |
| US11568340B2 (en) | 2017-11-09 | 2023-01-31 | Climate Llc | Hybrid seed selection and seed portfolio optimization by field |
| US11861737B1 (en) * | 2018-08-31 | 2024-01-02 | Climate Llc | Hybrid seed supply management based on prescription of hybrid seed placement |
| CA3116341A1 (en) * | 2018-10-24 | 2020-04-30 | The Climate Corporation | Leveraging genetics and feature engineering to boost placement predictability for seed product selection and recommendation by field |
| WO2020210557A1 (en) | 2019-04-10 | 2020-10-15 | The Climate Corporation | Leveraging feature engineering to boost placement predictability for seed product selection and recommendation by field |
| US11610272B1 (en) | 2020-01-29 | 2023-03-21 | Arva Intelligence Corp. | Predicting crop yield with a crop prediction engine |
| US11715024B1 (en) | 2020-02-20 | 2023-08-01 | Arva Intelligence Corp. | Estimating soil chemistry at different crop field locations |
| US11704576B1 (en) | 2020-01-29 | 2023-07-18 | Arva Intelligence Corp. | Identifying ground types from interpolated covariates |
| US11704581B1 (en) | 2020-01-29 | 2023-07-18 | Arva Intelligence Corp. | Determining crop-yield drivers with multi-dimensional response surfaces |
| US11651452B2 (en) | 2020-08-12 | 2023-05-16 | Nutrien Ag Solutions, Inc. | Pest and agronomic condition prediction and alerts engine |
| US20220383428A1 (en) * | 2021-06-01 | 2022-12-01 | Climate Llc | Systems and methods for use in planting seeds in growing spaces |
| AU2022380912A1 (en) * | 2021-11-02 | 2024-05-02 | Vitidore, Inc. | Systems and methods for agricultural optimization |
| CN115146131B (en) * | 2022-09-01 | 2022-11-18 | 中国农业科学院蜜蜂研究所 | Method for screening target active natural product and application thereof |
| CN117391315B (en) * | 2023-12-13 | 2024-03-08 | 杨凌职业技术学院 | Agricultural meteorological data management method and device |
Family Cites Families (51)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2001017169A2 (en) | 1999-08-31 | 2001-03-08 | Accenture Llp | A system, method and article of manufacture for a network-based predictive fault management system |
| WO2001031484A2 (en) | 1999-10-25 | 2001-05-03 | Monsanto Company | Computer systems and methods for selecting seed varieties |
| WO2001075706A1 (en) | 2000-04-04 | 2001-10-11 | Nagarjuna Holdings Private Limited | Agricultural management system for providing agricultural solutions and enabling commerce |
| WO2001095219A1 (en) | 2000-06-05 | 2001-12-13 | Ag-Chem Equipment Company, Inc. | System and method for providing profit analysis for site-specific farming |
| BR0113436A (en) * | 2000-08-22 | 2004-12-07 | Deere & Co | Method for developing a farm management plan, farm management system, and computer program to generate a farm management plan |
| US7039591B2 (en) * | 2001-01-31 | 2006-05-02 | Accenture Llp | Configuring architecture for mobile access to at least one business resource |
| US6874707B2 (en) | 2001-05-31 | 2005-04-05 | Terra Spase | System for automated monitoring and maintenance of crops including computer control of irrigation and chemical delivery using multiple channel conduit |
| US6549852B2 (en) | 2001-07-13 | 2003-04-15 | Mzb Technologies, Llc | Methods and systems for managing farmland |
| US20050150160A1 (en) | 2003-10-28 | 2005-07-14 | Norgaard Daniel G. | Method for selecting crop varieties |
| US20060282467A1 (en) | 2005-06-10 | 2006-12-14 | Pioneer Hi-Bred International, Inc. | Field and crop information gathering system |
| US20060282228A1 (en) | 2005-06-10 | 2006-12-14 | Pioneer Hi-Bred International, Inc. | Method and system for use of environmental classification in precision farming |
| US7447611B2 (en) * | 2006-05-09 | 2008-11-04 | Hsb Solomon Associates, Llc | Power generation performance analysis system and method |
| US20080040165A1 (en) | 2006-08-08 | 2008-02-14 | Monsanto Technology Llc | Transgenic crop financial systems and methods |
| US20110054921A1 (en) | 2009-08-25 | 2011-03-03 | Lynds Heather | System for planning the planting and growing of plants |
| US8855937B2 (en) | 2010-10-25 | 2014-10-07 | Trimble Navigation Limited | Crop characteristic estimation |
| WO2012065089A1 (en) | 2010-11-12 | 2012-05-18 | Smartfield, Inc. | Agricultural management using biological signals |
| WO2012122199A1 (en) | 2011-03-07 | 2012-09-13 | Syngenta Participations Ag | Methods of predicting yield in plants and applications of use thereof |
| EP2771860A4 (en) | 2011-10-24 | 2015-01-21 | Trimble Navigation Ltd | Agricultural and soil management |
| WO2014011810A1 (en) * | 2012-07-10 | 2014-01-16 | Cresco Ag, Llc | System and method for agricultural risk management |
| US20140278731A1 (en) * | 2013-03-15 | 2014-09-18 | Cresco Ag, Llc | System and Method for Agricultural Risk Management |
| US9087022B2 (en) | 2012-10-05 | 2015-07-21 | Land O'lakes, Inc. | Systems and methods for predicting regional turfgrass performance |
| US9443436B2 (en) | 2012-12-20 | 2016-09-13 | The Johns Hopkins University | System for testing of autonomy in complex environments |
| US8626698B1 (en) | 2013-01-14 | 2014-01-07 | Fmr Llc | Method and system for determining probability of project success |
| US20160247082A1 (en) | 2013-10-03 | 2016-08-25 | Farmers Business Network, Llc | Crop Model and Prediction Analytics System |
| WO2015100023A1 (en) | 2013-12-27 | 2015-07-02 | Dow Agrosciences Llc | Characterizing field sites for agronomic stress tests |
| US20150248720A1 (en) | 2014-03-03 | 2015-09-03 | Invent.ly LLC | Recommendation engine |
| US11069005B2 (en) * | 2014-09-12 | 2021-07-20 | The Climate Corporation | Methods and systems for determining agricultural revenue |
| US11113649B2 (en) | 2014-09-12 | 2021-09-07 | The Climate Corporation | Methods and systems for recommending agricultural activities |
| US10667456B2 (en) | 2014-09-12 | 2020-06-02 | The Climate Corporation | Methods and systems for managing agricultural activities |
| US20160224703A1 (en) | 2015-01-30 | 2016-08-04 | AgriSight, Inc. | Growth stage determination system and method |
| US11191227B2 (en) | 2014-10-31 | 2021-12-07 | Purdue Research Foundation | Moisture management and perennial crop sustainability decision system |
| US9792557B2 (en) | 2015-01-14 | 2017-10-17 | Accenture Global Services Limited | Precision agriculture system |
| US9638678B2 (en) | 2015-01-30 | 2017-05-02 | AgriSight, Inc. | System and method for crop health monitoring |
| US20160232621A1 (en) | 2015-02-06 | 2016-08-11 | The Climate Corporation | Methods and systems for recommending agricultural activities |
| US10186000B2 (en) | 2015-02-24 | 2019-01-22 | Hrb Innovations, Inc. | Simplified tax interview |
| EP3274845B1 (en) | 2015-03-26 | 2021-07-07 | Red Bend Ltd. | Security systems and method for identification of in-vehicle attack originator |
| CN104778556A (en) * | 2015-04-22 | 2015-07-15 | 柳州易农科技有限公司 | Intelligent platform applied to agriculture |
| CA2984251C (en) | 2015-04-29 | 2022-10-25 | Precision Planting Llc | Systems, methods, and devices for monitoring weather and field conditions |
| US20170270446A1 (en) | 2015-05-01 | 2017-09-21 | 360 Yield Center, Llc | Agronomic systems, methods and apparatuses for determining yield limits |
| EP3295344A4 (en) * | 2015-05-14 | 2019-01-23 | Board of Trustees of Michigan State University | Methods and systems for crop land evaluation and crop growth management |
| US10342174B2 (en) | 2015-10-16 | 2019-07-09 | The Climate Corporation | Method for recommending seeding rate for corn seed using seed type and sowing row width |
| US10586158B2 (en) | 2015-10-28 | 2020-03-10 | The Climate Corporation | Computer-implemented calculation of corn harvest recommendations |
| US10628895B2 (en) | 2015-12-14 | 2020-04-21 | The Climate Corporation | Generating digital models of relative yield of a crop based on nitrate values in the soil |
| US10529036B2 (en) | 2016-01-22 | 2020-01-07 | The Climate Corporation | Forecasting national crop yield during the growing season using weather indices |
| US10331931B2 (en) * | 2016-02-05 | 2019-06-25 | The Climate Corporation | Modeling trends in crop yields |
| US9563852B1 (en) | 2016-06-21 | 2017-02-07 | Iteris, Inc. | Pest occurrence risk assessment and prediction in neighboring fields, crops and soils using crowd-sourced occurrence data |
| WO2018049290A1 (en) * | 2016-09-09 | 2018-03-15 | Cibo Technologies, Inc. | Systems for determining agronomic outputs for a farmable region, and related methods and apparatus |
| CN106600444A (en) | 2016-12-12 | 2017-04-26 | 北京大学 | Variety selection method and variety selection device based on neural network algorithm and portfolio theory |
| US11568340B2 (en) | 2017-11-09 | 2023-01-31 | Climate Llc | Hybrid seed selection and seed portfolio optimization by field |
| US11562444B2 (en) | 2017-11-09 | 2023-01-24 | Climate Llc | Hybrid seed selection and seed portfolio optimization by field |
| US11423492B2 (en) * | 2017-11-21 | 2022-08-23 | Climate Llc | Computing risk from a crop damaging factor for a crop on an agronomic field |
-
2017
- 2017-11-09 US US15/807,876 patent/US11562444B2/en active Active
-
2018
- 2018-11-08 MX MX2020004866A patent/MX2020004866A/en unknown
- 2018-11-08 BR BR112020009205-3A patent/BR112020009205B1/en active IP Right Grant
- 2018-11-08 CN CN201880085903.0A patent/CN111565557B/en active Active
- 2018-11-08 CA CA3081022A patent/CA3081022C/en active Active
- 2018-11-08 EP EP18876245.4A patent/EP3706533A4/en active Pending
- 2018-11-08 WO PCT/US2018/059844 patent/WO2019094602A1/en unknown
- 2018-11-09 AR ARP180103263A patent/AR113475A1/en active IP Right Grant
-
2020
- 2020-06-08 ZA ZA2020/03425A patent/ZA202003425B/en unknown
-
2021
- 2021-06-30 ZA ZA2021/04543A patent/ZA202104543B/en unknown
-
2023
- 2023-01-12 US US18/096,488 patent/US20230177622A1/en active Pending
Also Published As
| Publication number | Publication date |
|---|---|
| CA3081022A1 (en) | 2019-05-16 |
| CN111565557A (en) | 2020-08-21 |
| CA3081022C (en) | 2022-09-27 |
| CN111565557B (en) | 2023-04-04 |
| US20190139158A1 (en) | 2019-05-09 |
| BR112020009205A2 (en) | 2020-10-13 |
| AR113475A1 (en) | 2020-05-06 |
| WO2019094602A1 (en) | 2019-05-16 |
| US11562444B2 (en) | 2023-01-24 |
| BR112020009205B1 (en) | 2024-02-20 |
| EP3706533A4 (en) | 2021-08-25 |
| ZA202003425B (en) | 2022-01-26 |
| EP3706533A1 (en) | 2020-09-16 |
| US20230177622A1 (en) | 2023-06-08 |
| MX2020004866A (en) | 2020-10-14 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| ZA202104543B (en) | Hybrid seed selection and seed portfolio optimization by field | |
| EP3706534A4 (en) | Hybrid seed selection and seed portfolio optimization by field | |
| ZA201901406B (en) | Optimizing split fertilizer application | |
| GB201616124D0 (en) | Seed Planter | |
| GB201616127D0 (en) | Self-propelled seed planter | |
| GB201616125D0 (en) | Seed planter | |
| EP3311642A4 (en) | Smart seeder | |
| TWI562721B (en) | Seedling transplanter | |
| EP3600701A4 (en) | Seed sorting | |
| GB2535696B (en) | Planter | |
| EP3661668A4 (en) | Seed sorting | |
| CA187396S (en) | Planter | |
| EP3409093A4 (en) | Seedling transplanter | |
| GB2554234B (en) | Seedling transplanter | |
| GB201720518D0 (en) | Double poloidal field coils | |
| EP3113598A4 (en) | Garden seed planter | |
| GB201612418D0 (en) | An agricultural implement | |
| ZA201900903B (en) | Hybrid true potato seed | |
| EP3645644C0 (en) | Light-selective mulch | |
| GB2568088B (en) | Cultivation arrangement | |
| PL3549421T5 (en) | Planter | |
| GB201810305D0 (en) | Agricultural methods | |
| AU2017902569A0 (en) | Fertilizer | |
| AU201816507S (en) | Planter | |
| AU201813203S (en) | Pruner |